{"id":"W4411782471","doi":"10.3390/microorganisms13071529","title":"Shiga Toxin-Producing Escherichia coli (STEC) in Developing Countries: A 10-Year Review with Global Perspective","year":2025,"lang":"en","type":"review","venue":"Microorganisms","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; National Institutes of Health","keywords":"Shiga toxin; Outbreak; Serotype; Latin Americans; Dominance (genetics); Biology; Escherichia coli; Geography; Environmental health; Virology; Medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006191477,0.0007741354,0.001839137,0.0001049443,0.0001722951,0.00008793471,0.0007755395,0.000408621,0.00007737544],"category_scores_gemma":[0.0007293741,0.0006417161,0.0002620487,0.001360219,0.0002102665,0.00000797551,0.0008306247,0.0004533513,0.00007528261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055145,"about_ca_system_score_gemma":0.003976855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001106051,"about_ca_topic_score_gemma":0.0005131982,"domain_scores_codex":[0.9965276,0.0003522169,0.0006646501,0.001371243,0.000335689,0.000748613],"domain_scores_gemma":[0.9981595,0.00006084058,0.0003003344,0.0008698084,0.0005036828,0.0001057869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000588643,0.0007635668,0.0003579281,0.6564195,0.007438279,0.0005947601,0.001009518,0.000003249481,0.004286369,0.00612399,0.1612802,0.161134],"study_design_scores_gemma":[0.0003515956,0.0001696128,0.00001769553,0.04408606,0.0003516962,0.00002505368,0.0001463899,8.761751e-8,0.0003958193,0.00001496428,0.9537453,0.0006957431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006995867,0.9943858,0.0001966721,0.0005439456,0.0001042678,0.002021652,0.0001712941,0.00003811393,0.002468306],"genre_scores_gemma":[0.000004053725,0.9909424,0.005033908,0.001179544,0.0001755474,0.0003509249,0.0001939287,0.00007994568,0.002039757],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.792465,"threshold_uncertainty_score":0.9996034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01910712752997432,"score_gpt":0.3337459587264101,"score_spread":0.3146388311964357,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}